An annotated path to enter the world of machine learning using Python and the most diffused packages. Suggestions about the basic and more advanced topics. (more…)

This guide intends to be a collection of resources on Machine Learning and Deep Learning, organized in a sequencial manner for any Software Engineer. (more…)

"Calling ML intricately simple " Suppose you have a problem that you like to tackle with machine learning and use the resulting system in a real-life proje...

Transparent machine learning is a research proposal that would enable machine learning to produce source code in typical programming languages that humans ca... (more…)

Linear algebra is to machine learning as flour to bakery: every machine learning model is based in linear algebra, as every cake is based in flour. It is not the only ingredient, of course. Machine learning models need vector calculus, probability, and op... (more…)